Image Inpainting and Image Super Resolution Using Generative Adversarial Network

Image Inpainting and Image Super Resolution Using Generative Adversarial Network

Pradeep Kumar G M¹, Darshan S², Shivaraj N³, Sunil Kumar B⁴, Yeshas S⁵  

¹Faculty in Dept of Computer Science Engineering, S J C Institute of Technology, Chikkaballapur, India

^2,3,4,5Department of Computer Science Engineering, S J C Institute of Technology, Chikkaballapur, India

---------------------------------------------------------------------***---------------------------------------------------------------------

Abstract- Deep learning AI is proven to get more and more accurate over the years. It can now learn without any human supervision and perform tasks with the precision of man himself. GAN is an evolving technology that has achieved excellent accuracy and seems to be progressing much more over time. Its various applications include image inpainting, video frame generation, language processing, and much more. This paper will explore the working of a GAN model and study more into what it is. We shall also look at two applications of GAN in detail.

Key Words: Generative Adversarial Network, super resolution, boundless, image-inpainting, Deep Learning.